| 基于神经网络的多目标演化优化方法 |
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| 引用本文： | 钟守楠,钟良,蔡晓芬.基于神经网络的多目标演化优化方法[J].数学杂志,2002,22(4):453-458. |
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| 作者姓名： | 钟守楠 钟良 蔡晓芬 |
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| 作者单位： | 武汉大学数学与统计学院,武汉,430072 |
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| 基金项目： | 国家自然科学基金资助项目 (70 1 71 0 1 6)，亚太运筹中心资助项目，中国科学院管理决策与信息系统开放研究室资助项目 . |
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| 摘 要： | 本文考虑在决策者偏好不明确的条件下，使系统获得最优的思想，提出了多目标决策系统最优解的概念。把前馈神经网络与演化算法相结合，用于多目标决策系统最优解的选取。给出了有关定理的证明和示例。
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| 关 键 词： | 多目标演化优化方法 神经网络 演化优化 系统最优解 |
| 文章编号： | 0255-7797(2002)04-0453-06 |
MULTIOBJECTIVE EVOLUTIONARY OPTIMIZATION METHOD BASED ON NEURAL NETWORKS |
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| ZHONG Shou,nan,ZHONG Liang,CAI Xiao,fen.MULTIOBJECTIVE EVOLUTIONARY OPTIMIZATION METHOD BASED ON NEURAL NETWORKS[J].Journal of Mathematics,2002,22(4):453-458. |
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| Authors: | ZHONG Shou nan ZHONG Liang CAI Xiao fen |
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| Abstract: | In this paper, when decider's favours do not understand clearly, we consider the decision system obtains optimization, so that a system optimization solution concept of the multiobjective problem is presented. To make choice of system optimization solution, a neural evolutionary algorithm by means of feed forward neural networks and combining with evolutionary algorithm is presented. The theorenis are proved, and an example is shown. |
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| Keywords: | neural network evolutionary optimization system optimization solution |
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